The statistics below represent IT contracts advertised across the London region that had Data Architect featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 7 December 2016 with a comparison to same period over 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Architect
Rank 176 257 249
Rank change year-on-year
+81 -8
Contract jobs requiring a Data Architect 315 183 191
As % of all contract IT jobs located in London 1.46% 0.81% 0.81%
As % of the Job Titles category 1.54% 0.85% 0.85%
Number of daily rates quoted 218 117 125
Median daily rate £575 £550 £550
Median daily rate % change year-on-year
+4.54% -
90% offered a daily rate of more than £475 £425 £408
10% offered a daily rate of more than £733 £750 £700
UK excluding London median daily rate £533 £506 £500
% change year-on-year
+5.18% +1.25%
Number of hourly rates quoted 2 0 0
Median hourly rate £48.25 - -
UK excluding London median hourly rate - £50.00 £38.25
% change year-on-year
- +30.71%
Data Architect
England

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the London region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
London
Contract IT job ads with a match in the
Job Titles category
20419 21560 22362
As % of all contract IT jobs located in London 94.69% 95.11% 94.96%
Number of daily rates quoted 14600 15240 16105
Median daily rate £475 £450 £426
Median daily rate % change year-on-year
+5.55% +5.63%
90% offered a daily rate of more than £298 £288 £250
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 290 350 445
Median hourly rate £16.50 £17.50 £17.50
Median hourly rate % change year-on-year
-5.71% -
90% offered a hourly rate of more than £11.50 £10.00 £11.50
10% offered a hourly rate of more than £50.00 £42.50 £36.50
UK excluding London median hourly rate £16.50 £17.00 £15.85
% change year-on-year
-2.94% +7.25%

Data Architect
Jobs Demand Trend in London

The demand trend of IT contracts across the London region that featured Data Architect in the job title.

Data Architect Jobs Demand Trend in London

Data Architect
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Architect across the London region.

Data Architect Daily Rate Trend in London

Data Architect
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architect across the London region over the 3 months to 7 December 2016.

Data Architect Daily Rate Histogram in London

Data Architect
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Architect across the London region.

Data Architect Hourly Rate Trend in London

Data Architect
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Architect within the London region over the 3 months to 7 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +39 54 £600 +11.62% 14
Canary Wharf +5 3 £569 +8.33%
Docklands, London +1 2 £625 +19.04%
Kingston Upon Thames - 2 - -
Croydon -14 1 - -
Data Architect
England

Data Architect Skill Set
Top 30 Related IT Skills in London

For the 6 months to 7 December 2016, Data Architect contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region featuring Data Architect in the job title.

1 251 (45.47%) Data Modelling
2 201 (36.41%) Data Architecture
3 192 (34.78%) Big Data
4 146 (26.45%) Hadoop
5 139 (25.18%) Data Warehouse
6 136 (24.64%) Business Intelligence
7 130 (23.55%) SQL
8 127 (23.01%) Finance
9 103 (18.66%) Analytics
10 99 (17.93%) ETL
11 97 (17.57%) Data Management
12 92 (16.67%) Banking
13 83 (15.04%) Oracle
13 83 (15.04%) Apache Spark
14 79 (14.31%) Data Integration
15 75 (13.59%) Data Quality
16 73 (13.22%) Agile Software Development
17 71 (12.86%) Migration
18 64 (11.59%) NoSQL
19 57 (10.33%) Retail
19 57 (10.33%) TOGAF
20 56 (10.14%) SQL Server
20 56 (10.14%) Apache Hive
21 50 (9.06%) SOA
22 47 (8.51%) Java
22 47 (8.51%) Data Analysis
22 47 (8.51%) Data Governance
22 47 (8.51%) Enterprise Architecture
23 46 (8.33%) Master Data Management
24 44 (7.97%) Data Centre

Data Architect Skill Set
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 83 (15.04%) Apache Spark
2 26 (4.71%) Apache
3 22 (3.99%) Oracle SOA Suite
4 20 (3.62%) Apache Pig
5 10 (1.81%) Elasticsearch
6 7 (1.27%) Apache Solr
6 7 (1.27%) SAS
7 6 (1.09%) BizTalk Server
8 4 (0.72%) JBoss
9 3 (0.54%) IIS
10 1 (0.18%) Liferay
10 1 (0.18%) Mule
10 1 (0.18%) Mule ESB
10 1 (0.18%) Oracle Coherence
10 1 (0.18%) SharePoint
Applications
1 16 (2.90%) MS Excel
2 9 (1.63%) MS Project
2 9 (1.63%) MS Visio
3 5 (0.91%) MS Office
4 3 (0.54%) Spreadsheet
5 1 (0.18%) SPSS
Business Applications
1 12 (2.17%) Oracle EBS
2 6 (1.09%) Unica
3 5 (0.91%) Dynamics CRM
3 5 (0.91%) Oracle Retail
4 3 (0.54%) Oracle Assets
4 3 (0.54%) Salesforce.com CRM
5 2 (0.36%) Oracle HRMS
5 2 (0.36%) SAP Oil and Gas
6 1 (0.18%) Dynamics NAV
6 1 (0.18%) Markit EDM
6 1 (0.18%) Oracle EBS R12
6 1 (0.18%) SAP CRM
Cloud Services
1 40 (7.25%) Microsoft Azure
2 23 (4.17%) Amazon AWS
3 13 (2.36%) SaaS
4 8 (1.45%) IBM Cloud
4 8 (1.45%) PaaS
5 7 (1.27%) Azure Machine Learning
5 7 (1.27%) IaaS
6 5 (0.91%) Cloud Computing
7 4 (0.72%) GitHub
7 4 (0.72%) Office 365
8 3 (0.54%) Amazon EMR
8 3 (0.54%) iPaaS
9 2 (0.36%) Data Lake Analytics
9 2 (0.36%) Google Cloud Platform
10 1 (0.18%) Amazon EC2
10 1 (0.18%) Amazon Glacier
10 1 (0.18%) Amazon S3
10 1 (0.18%) IBM PureFlex
10 1 (0.18%) Virtual Private Cloud
Communications & Networking
1 19 (3.44%) Firewall
2 15 (2.72%) WAN
3 13 (2.36%) HTTP
4 12 (2.17%) LAN
5 8 (1.45%) SAN
6 7 (1.27%) TCP/IP
7 6 (1.09%) VPN
8 5 (0.91%) Kerberos
8 5 (0.91%) Network Security
8 5 (0.91%) VoIP
9 4 (0.72%) DNS
9 4 (0.72%) LDAP
9 4 (0.72%) WLAN
10 3 (0.54%) BGP
10 3 (0.54%) Ethernet
10 3 (0.54%) Fibre Channel
10 3 (0.54%) OSPF
10 3 (0.54%) Spanning Tree
11 2 (0.36%) Converged Networks
11 2 (0.36%) MPLS
Database & Business Intelligence
1 192 (34.78%) Big Data
2 146 (26.45%) Hadoop
3 139 (25.18%) Data Warehouse
4 64 (11.59%) NoSQL
5 56 (10.14%) Apache Hive
5 56 (10.14%) SQL Server
6 40 (7.25%) MongoDB
7 39 (7.07%) Relational Database
8 28 (5.07%) Data Lake
9 27 (4.89%) QlikView
10 25 (4.53%) HBase
11 24 (4.35%) Apache Cassandra
11 24 (4.35%) Sqoop
12 22 (3.99%) SQL Server Integration Services
13 21 (3.80%) Oracle Database
14 19 (3.44%) SQL Server Analysis Services
15 17 (3.08%) SQL Server 2008
15 17 (3.08%) SQL Server Reporting Services
16 16 (2.90%) CouchDB
16 16 (2.90%) Data Mining
Development Applications
1 29 (5.25%) ERwin
2 12 (2.17%) Talend Open Studio
3 8 (1.45%) JIRA
4 6 (1.09%) PowerDesigner
5 4 (0.72%) Jenkins
6 2 (0.36%) Visual Studio
7 1 (0.18%) Apache Continuum
7 1 (0.18%) Oracle Forms
7 1 (0.18%) Subversion
7 1 (0.18%) Team Foundation Server
General
1 127 (23.01%) Finance
2 92 (16.67%) Banking
3 57 (10.33%) Retail
4 36 (6.52%) Investment Banking
5 22 (3.99%) Marketing
6 18 (3.26%) Telecoms
7 9 (1.63%) Law
7 9 (1.63%) Publishing
8 6 (1.09%) Financial Institution
8 6 (1.09%) Legal
9 4 (0.72%) Games
10 3 (0.54%) Retail Banking
11 2 (0.36%) Front Office
12 1 (0.18%) Advertising
12 1 (0.18%) Electronics
12 1 (0.18%) Manufacturing
Libraries, Frameworks & Software Standards
1 37 (6.70%) XML
2 32 (5.80%) Kafka
3 30 (5.43%) .NET
4 19 (3.44%) Web Services
5 14 (2.54%) RESTful
6 13 (2.36%) REST
7 11 (1.99%) J2EE
8 10 (1.81%) Middleware
9 8 (1.45%) JSON
9 8 (1.45%) XSD
9 8 (1.45%) XSLT
10 7 (1.27%) EDI
10 7 (1.27%) scikit-learn
11 5 (0.91%) SOAP
12 4 (0.72%) ASP.NET
12 4 (0.72%) HTML
12 4 (0.72%) IBM Integration Bus
12 4 (0.72%) MDX
12 4 (0.72%) XML Schema
13 3 (0.54%) FIX Protocol
Miscellaneous
1 79 (14.31%) Data Integration
2 44 (7.97%) Data Centre
3 39 (7.07%) Analytical Skills
4 33 (5.98%) Visualisation
5 31 (5.62%) Reference Data
6 26 (4.71%) Management Information System
7 21 (3.80%) Statistics
8 20 (3.62%) Data Structures
9 14 (2.54%) Computer Science
10 9 (1.63%) Credit Risk
10 9 (1.63%) Mainframe
10 9 (1.63%) Ontologies
10 9 (1.63%) Taxonomies
11 8 (1.45%) N-Tier
12 7 (1.27%) Enterprise Software
12 7 (1.27%) Replication
12 7 (1.27%) User Experience
13 6 (1.09%) Algorithms
13 6 (1.09%) Enterprise Cloud
13 6 (1.09%) Hybrid Cloud
Operating Systems
1 21 (3.80%) Linux
1 21 (3.80%) Unix
2 20 (3.62%) Windows
3 2 (0.36%) SUSE
3 2 (0.36%) Windows Server 2003
3 2 (0.36%) Windows Server 2008
3 2 (0.36%) Windows Server 2012
4 1 (0.18%) AIX
4 1 (0.18%) Windows Server
Processes & Methodologies
1 251 (45.47%) Data Modelling
2 201 (36.41%) Data Architecture
3 136 (24.64%) Business Intelligence
4 103 (18.66%) Analytics
5 99 (17.93%) ETL
6 97 (17.57%) Data Management
7 73 (13.22%) Agile Software Development
8 71 (12.86%) Migration
9 57 (10.33%) TOGAF
10 50 (9.06%) SOA
11 47 (8.51%) Data Analysis
11 47 (8.51%) Data Governance
11 47 (8.51%) Enterprise Architecture
12 46 (8.33%) Master Data Management
13 44 (7.97%) Logical Data Model
14 36 (6.52%) Stakeholder Management
15 35 (6.34%) Open Source
16 31 (5.62%) Data Migration
17 29 (5.25%) DevOps
17 29 (5.25%) Physical Data Model
Programming Languages
1 130 (23.55%) SQL
2 47 (8.51%) Java
3 43 (7.79%) Python
4 32 (5.80%) R
5 31 (5.62%) Scala
6 10 (1.81%) PL/SQL
7 9 (1.63%) T-SQL
8 7 (1.27%) C#
8 7 (1.27%) SPARQL
9 6 (1.09%) C++
10 4 (0.72%) C
10 4 (0.72%) Perl
10 4 (0.72%) PHP
10 4 (0.72%) Shell Script
11 2 (0.36%) Bash Shell
11 2 (0.36%) Data Analysis Expressions (DAX)
11 2 (0.36%) Ruby
12 1 (0.18%) ActionScript
12 1 (0.18%) Erlang
12 1 (0.18%) MATLAB
Qualifications
1 43 (7.79%) Security Cleared
2 35 (6.34%) SC Cleared
3 30 (5.43%) Degree
4 8 (1.45%) PMP
5 5 (0.91%) CISSP
5 5 (0.91%) DV Cleared
6 4 (0.72%) Cisco Certification
6 4 (0.72%) CTC Cleared
7 3 (0.54%) CCIE
7 3 (0.54%) ISACA
7 3 (0.54%) PhD
7 3 (0.54%) SANS
8 2 (0.36%) CISA
8 2 (0.36%) CISM
8 2 (0.36%) CLAS
8 2 (0.36%) ISEB
9 1 (0.18%) BC Cleared
9 1 (0.18%) BPSS Clearance
9 1 (0.18%) CCNP
9 1 (0.18%) GIAC
Quality Assurance & Compliance
1 75 (13.59%) Data Quality
2 14 (2.54%) MiFID
3 12 (2.17%) FATCA
4 11 (1.99%) ISO20022
5 9 (1.63%) QA
6 6 (1.09%) Dublin Core
7 5 (0.91%) ISO/IEC 27001
8 4 (0.72%) Disclosure Scotland
9 3 (0.54%) SLA
10 2 (0.36%) PCI DSS
11 1 (0.18%) COBIT
11 1 (0.18%) Dodd-Frank
11 1 (0.18%) EMIR
11 1 (0.18%) ISO 9001
11 1 (0.18%) Solvency II
System Software
1 24 (4.35%) Apache Flume
2 15 (2.72%) HDFS
3 8 (1.45%) VMware Infrastructure
4 7 (1.27%) vCloud
5 5 (0.91%) Apache ZooKeeper
5 5 (0.91%) Docker
6 4 (0.72%) Active Directory
6 4 (0.72%) Virtual Servers
7 3 (0.54%) Virtual Machines
8 2 (0.36%) Btrfs
8 2 (0.36%) Hyper-V
9 1 (0.18%) NFS
9 1 (0.18%) Oracle RAC
9 1 (0.18%) vSphere
Systems Management
1 7 (1.27%) DBAmp
1 7 (1.27%) Oozie
2 5 (0.91%) BladeLogic
2 5 (0.91%) Hadoop YARN
2 5 (0.91%) Opscode Chef
2 5 (0.91%) Puppet
3 4 (0.72%) Ambari
4 3 (0.54%) Control-M
5 2 (0.36%) Ansible
6 1 (0.18%) AirWatch
6 1 (0.18%) Kibana
6 1 (0.18%) MOM
6 1 (0.18%) Rsyslog
Vendors
1 83 (15.04%) Oracle
2 37 (6.70%) IBM
3 29 (5.25%) Microsoft
4 27 (4.89%) Tableau
5 23 (4.17%) Hortonworks
5 23 (4.17%) Informatica
6 18 (3.26%) Salesforce.com
7 14 (2.54%) SAP
8 13 (2.36%) Teradata
9 12 (2.17%) Talend
10 10 (1.81%) Cloudera
11 9 (1.63%) Cisco
11 9 (1.63%) VMware
12 7 (1.27%) Netezza
13 6 (1.09%) Cognos
13 6 (1.09%) GoldenSource
13 6 (1.09%) MuleSoft
14 5 (0.91%) Sybase
15 4 (0.72%) CheckPoint
15 4 (0.72%) TIBCO
London
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